Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 36733 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 3.4 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 1 |
| Dataset has 2 (< 0.1%) duplicate rows | Duplicates |
AT is highly overall correlated with NOX | High correlation |
AFDP is highly overall correlated with GTEP and 3 other fields | High correlation |
GTEP is highly overall correlated with AFDP and 3 other fields | High correlation |
TIT is highly overall correlated with AFDP and 3 other fields | High correlation |
TEY is highly overall correlated with AFDP and 3 other fields | High correlation |
CDP is highly overall correlated with AFDP and 3 other fields | High correlation |
NOX is highly overall correlated with AT | High correlation |
Reproduction
| Analysis started | 2023-03-18 23:38:57.599976 |
|---|---|
| Analysis finished | 2023-03-18 23:39:25.057481 |
| Duration | 27.46 seconds |
| Software version | ydata-profiling vv4.1.1 |
| Download configuration | config.json |
AT
Real number (ℝ)
| Distinct | 22523 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.712726 |
| Minimum | -6.2348 |
|---|---|
| Maximum | 37.103 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 62 |
| Negative (%) | 0.2% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | -6.2348 |
|---|---|
| 5-th percentile | 5.75584 |
| Q1 | 11.781 |
| median | 17.801 |
| Q3 | 23.665 |
| 95-th percentile | 29.4848 |
| Maximum | 37.103 |
| Range | 43.3378 |
| Interquartile range (IQR) | 11.884 |
Descriptive statistics
| Standard deviation | 7.4474512 |
|---|---|
| Coefficient of variation (CV) | 0.42045765 |
| Kurtosis | -0.82659994 |
| Mean | 17.712726 |
| Median Absolute Deviation (MAD) | 5.945 |
| Skewness | -0.043546722 |
| Sum | 650641.57 |
| Variance | 55.46453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11.92 | 8 | < 0.1% |
| 18.525 | 8 | < 0.1% |
| 23.969 | 8 | < 0.1% |
| 11.421 | 7 | < 0.1% |
| 18.431 | 7 | < 0.1% |
| 25.597 | 7 | < 0.1% |
| 20.72 | 7 | < 0.1% |
| 14.766 | 7 | < 0.1% |
| 16.792 | 7 | < 0.1% |
| 22.13 | 7 | < 0.1% |
| Other values (22513) | 36660 |
| Value | Count | Frequency (%) |
| -6.2348 | 1 | |
| -6.0421 | 1 | |
| -5.9793 | 1 | |
| -5.9031 | 1 | |
| -5.8956 | 1 | |
| -5.8847 | 1 | |
| -5.82 | 1 | |
| -5.8189 | 1 | |
| -5.785 | 1 | |
| -5.7711 | 1 |
| Value | Count | Frequency (%) |
| 37.103 | 1 | |
| 37.098 | 1 | |
| 36.264 | 1 | |
| 35.822 | 1 | |
| 35.461 | 1 | |
| 35.406 | 1 | |
| 35.395 | 1 | |
| 35.21 | 1 | |
| 35.161 | 1 | |
| 35.045 | 1 |
AP
Real number (ℝ)
| Distinct | 791 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1013.0702 |
| Minimum | 985.85 |
|---|---|
| Maximum | 1036.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 985.85 |
|---|---|
| 5-th percentile | 1003.3 |
| Q1 | 1008.8 |
| median | 1012.6 |
| Q3 | 1017 |
| 95-th percentile | 1024.3 |
| Maximum | 1036.6 |
| Range | 50.75 |
| Interquartile range (IQR) | 8.2 |
Descriptive statistics
| Standard deviation | 6.463346 |
|---|---|
| Coefficient of variation (CV) | 0.0063799588 |
| Kurtosis | 0.44199332 |
| Mean | 1013.0702 |
| Median Absolute Deviation (MAD) | 4.1 |
| Skewness | 0.19412101 |
| Sum | 37213106 |
| Variance | 41.774841 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1012.1 | 297 | 0.8% |
| 1010.8 | 288 | 0.8% |
| 1011.9 | 284 | 0.8% |
| 1011.8 | 284 | 0.8% |
| 1011.1 | 283 | 0.8% |
| 1012.2 | 281 | 0.8% |
| 1010.9 | 279 | 0.8% |
| 1012.6 | 276 | 0.8% |
| 1012 | 276 | 0.8% |
| 1012.7 | 275 | 0.7% |
| Other values (781) | 33910 |
| Value | Count | Frequency (%) |
| 985.85 | 1 | |
| 986.16 | 1 | |
| 986.25 | 1 | |
| 986.41 | 2 | |
| 986.43 | 1 | |
| 986.56 | 1 | |
| 986.78 | 1 | |
| 986.87 | 1 | |
| 987.31 | 1 | |
| 987.43 | 1 |
| Value | Count | Frequency (%) |
| 1036.6 | 1 | < 0.1% |
| 1036.5 | 2 | |
| 1036.4 | 2 | |
| 1036.3 | 4 | |
| 1036.2 | 1 | < 0.1% |
| 1036 | 1 | < 0.1% |
| 1035.8 | 3 | |
| 1035.7 | 2 | |
| 1035.6 | 2 | |
| 1035.5 | 2 |
AH
Real number (ℝ)
| Distinct | 25708 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.867015 |
| Minimum | 24.085 |
|---|---|
| Maximum | 100.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 24.085 |
|---|---|
| 5-th percentile | 50.7772 |
| Q1 | 68.188 |
| median | 80.47 |
| Q3 | 89.376 |
| 95-th percentile | 97.3934 |
| Maximum | 100.2 |
| Range | 76.115 |
| Interquartile range (IQR) | 21.188 |
Descriptive statistics
| Standard deviation | 14.461355 |
|---|---|
| Coefficient of variation (CV) | 0.18571862 |
| Kurtosis | -0.27459029 |
| Mean | 77.867015 |
| Median Absolute Deviation (MAD) | 10.164 |
| Skewness | -0.62803404 |
| Sum | 2860289.1 |
| Variance | 209.13079 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100.14 | 46 | 0.1% |
| 100.12 | 46 | 0.1% |
| 100.16 | 42 | 0.1% |
| 100.15 | 42 | 0.1% |
| 100.11 | 38 | 0.1% |
| 100.09 | 34 | 0.1% |
| 100.13 | 33 | 0.1% |
| 100.1 | 27 | 0.1% |
| 100.17 | 27 | 0.1% |
| 100.06 | 25 | 0.1% |
| Other values (25698) | 36373 |
| Value | Count | Frequency (%) |
| 24.085 | 1 | |
| 24.666 | 1 | |
| 25.987 | 1 | |
| 26.615 | 1 | |
| 27.504 | 1 | |
| 29.27 | 1 | |
| 29.316 | 1 | |
| 29.434 | 1 | |
| 29.475 | 1 | |
| 29.551 | 1 |
| Value | Count | Frequency (%) |
| 100.2 | 4 | < 0.1% |
| 100.19 | 1 | < 0.1% |
| 100.18 | 5 | < 0.1% |
| 100.17 | 27 | |
| 100.16 | 42 | |
| 100.15 | 42 | |
| 100.14 | 46 | |
| 100.13 | 33 | |
| 100.12 | 46 | |
| 100.11 | 38 |
AFDP
Real number (ℝ)
| Distinct | 20495 |
|---|---|
| Distinct (%) | 55.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9255177 |
| Minimum | 2.0874 |
|---|---|
| Maximum | 7.6106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 2.0874 |
|---|---|
| 5-th percentile | 2.6666 |
| Q1 | 3.3556 |
| median | 3.9377 |
| Q3 | 4.3769 |
| 95-th percentile | 5.31142 |
| Maximum | 7.6106 |
| Range | 5.5232 |
| Interquartile range (IQR) | 1.0213 |
Descriptive statistics
| Standard deviation | 0.77393559 |
|---|---|
| Coefficient of variation (CV) | 0.19715504 |
| Kurtosis | 0.2246259 |
| Mean | 3.9255177 |
| Median Absolute Deviation (MAD) | 0.4949 |
| Skewness | 0.38109657 |
| Sum | 144196.04 |
| Variance | 0.5989763 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.0076 | 9 | < 0.1% |
| 3.2115 | 9 | < 0.1% |
| 3.7056 | 8 | < 0.1% |
| 4.3596 | 8 | < 0.1% |
| 3.8733 | 8 | < 0.1% |
| 3.8661 | 8 | < 0.1% |
| 4.176 | 8 | < 0.1% |
| 3.5297 | 8 | < 0.1% |
| 4.1083 | 8 | < 0.1% |
| 4.1364 | 8 | < 0.1% |
| Other values (20485) | 36651 |
| Value | Count | Frequency (%) |
| 2.0874 | 1 | |
| 2.0992 | 1 | |
| 2.1057 | 1 | |
| 2.1197 | 1 | |
| 2.1395 | 1 | |
| 2.1441 | 1 | |
| 2.1517 | 1 | |
| 2.1597 | 1 | |
| 2.1673 | 1 | |
| 2.185 | 1 |
| Value | Count | Frequency (%) |
| 7.6106 | 1 | |
| 7.5549 | 1 | |
| 7.3189 | 1 | |
| 7.2399 | 1 | |
| 6.9831 | 1 | |
| 6.9779 | 1 | |
| 6.956 | 1 | |
| 6.9312 | 1 | |
| 6.927 | 1 | |
| 6.9259 | 1 |
GTEP
Real number (ℝ)
| Distinct | 12967 |
|---|---|
| Distinct (%) | 35.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.563801 |
| Minimum | 17.698 |
|---|---|
| Maximum | 40.716 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 17.698 |
|---|---|
| 5-th percentile | 19.251 |
| Q1 | 23.129 |
| median | 25.104 |
| Q3 | 29.061 |
| 95-th percentile | 32.9 |
| Maximum | 40.716 |
| Range | 23.018 |
| Interquartile range (IQR) | 5.932 |
Descriptive statistics
| Standard deviation | 4.1959575 |
|---|---|
| Coefficient of variation (CV) | 0.16413668 |
| Kurtosis | -0.65385274 |
| Mean | 25.563801 |
| Median Absolute Deviation (MAD) | 2.488 |
| Skewness | 0.32902135 |
| Sum | 939035.12 |
| Variance | 17.606059 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.308 | 18 | < 0.1% |
| 25.463 | 16 | < 0.1% |
| 24.672 | 16 | < 0.1% |
| 25.487 | 15 | < 0.1% |
| 25.184 | 15 | < 0.1% |
| 25.106 | 15 | < 0.1% |
| 25.227 | 14 | < 0.1% |
| 25.352 | 14 | < 0.1% |
| 25.443 | 14 | < 0.1% |
| 25.006 | 14 | < 0.1% |
| Other values (12957) | 36582 |
| Value | Count | Frequency (%) |
| 17.698 | 1 | |
| 17.719 | 1 | |
| 17.738 | 1 | |
| 17.741 | 1 | |
| 17.761 | 1 | |
| 17.826 | 1 | |
| 17.857 | 2 | |
| 17.862 | 1 | |
| 17.878 | 2 | |
| 17.912 | 1 |
| Value | Count | Frequency (%) |
| 40.716 | 1 | |
| 40.106 | 1 | |
| 39.37 | 1 | |
| 38.922 | 1 | |
| 38.362 | 1 | |
| 38.171 | 1 | |
| 38.051 | 1 | |
| 37.877 | 1 | |
| 37.873 | 1 | |
| 37.864 | 1 |
TIT
Real number (ℝ)
| Distinct | 799 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1081.4281 |
| Minimum | 1000.8 |
|---|---|
| Maximum | 1100.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 1000.8 |
|---|---|
| 5-th percentile | 1047.8 |
| Q1 | 1071.8 |
| median | 1085.9 |
| Q3 | 1097 |
| 95-th percentile | 1100.1 |
| Maximum | 1100.9 |
| Range | 100.1 |
| Interquartile range (IQR) | 25.2 |
Descriptive statistics
| Standard deviation | 17.536373 |
|---|---|
| Coefficient of variation (CV) | 0.01621594 |
| Kurtosis | -0.045755299 |
| Mean | 1081.4281 |
| Median Absolute Deviation (MAD) | 12.9 |
| Skewness | -0.88827804 |
| Sum | 39724098 |
| Variance | 307.52438 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1100 | 2735 | 7.4% |
| 1099.9 | 2158 | 5.9% |
| 1100.1 | 1322 | 3.6% |
| 1099.8 | 870 | 2.4% |
| 1100.2 | 527 | 1.4% |
| 1099.7 | 324 | 0.9% |
| 1100.3 | 260 | 0.7% |
| 1099.6 | 186 | 0.5% |
| 1085.4 | 143 | 0.4% |
| 1086.5 | 137 | 0.4% |
| Other values (789) | 28071 |
| Value | Count | Frequency (%) |
| 1000.8 | 1 | |
| 1001.3 | 1 | |
| 1001.4 | 2 | |
| 1002.9 | 1 | |
| 1006.5 | 1 | |
| 1007.9 | 1 | |
| 1009 | 1 | |
| 1009.5 | 1 | |
| 1011.4 | 1 | |
| 1011.7 | 1 |
| Value | Count | Frequency (%) |
| 1100.9 | 1 | < 0.1% |
| 1100.8 | 1 | < 0.1% |
| 1100.7 | 1 | < 0.1% |
| 1100.6 | 3 | < 0.1% |
| 1100.5 | 15 | < 0.1% |
| 1100.4 | 87 | 0.2% |
| 1100.3 | 260 | 0.7% |
| 1100.2 | 527 | 1.4% |
| 1100.1 | 1322 | |
| 1100 | 2735 |
TAT
Real number (ℝ)
| Distinct | 2769 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 546.15852 |
| Minimum | 511.04 |
|---|---|
| Maximum | 550.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 511.04 |
|---|---|
| 5-th percentile | 529.96 |
| Q1 | 544.72 |
| median | 549.88 |
| Q3 | 550.04 |
| 95-th percentile | 550.3 |
| Maximum | 550.61 |
| Range | 39.57 |
| Interquartile range (IQR) | 5.32 |
Descriptive statistics
| Standard deviation | 6.8423604 |
|---|---|
| Coefficient of variation (CV) | 0.012528158 |
| Kurtosis | 2.0167917 |
| Mean | 546.15852 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | -1.7559071 |
| Sum | 20062041 |
| Variance | 46.817896 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 550.01 | 657 | 1.8% |
| 550 | 648 | 1.8% |
| 549.98 | 639 | 1.7% |
| 549.99 | 628 | 1.7% |
| 549.96 | 625 | 1.7% |
| 550.04 | 611 | 1.7% |
| 549.97 | 607 | 1.7% |
| 550.02 | 590 | 1.6% |
| 550.03 | 590 | 1.6% |
| 549.94 | 584 | 1.6% |
| Other values (2759) | 30554 |
| Value | Count | Frequency (%) |
| 511.04 | 1 | |
| 512.45 | 1 | |
| 512.6 | 2 | |
| 513.06 | 1 | |
| 513.09 | 1 | |
| 513.17 | 1 | |
| 513.29 | 1 | |
| 513.47 | 1 | |
| 513.75 | 1 | |
| 514.3 | 1 |
| Value | Count | Frequency (%) |
| 550.61 | 1 | < 0.1% |
| 550.6 | 1 | < 0.1% |
| 550.59 | 1 | < 0.1% |
| 550.57 | 2 | < 0.1% |
| 550.56 | 3 | < 0.1% |
| 550.55 | 4 | < 0.1% |
| 550.54 | 2 | < 0.1% |
| 550.53 | 5 | |
| 550.52 | 8 | |
| 550.51 | 11 |
TEY
Real number (ℝ)
| Distinct | 6236 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.5064 |
| Minimum | 100.02 |
|---|---|
| Maximum | 179.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 100.02 |
|---|---|
| 5-th percentile | 109.03 |
| Q1 | 124.45 |
| median | 133.73 |
| Q3 | 144.08 |
| 95-th percentile | 161.33 |
| Maximum | 179.5 |
| Range | 79.48 |
| Interquartile range (IQR) | 19.63 |
Descriptive statistics
| Standard deviation | 15.618634 |
|---|---|
| Coefficient of variation (CV) | 0.1169879 |
| Kurtosis | -0.50019625 |
| Mean | 133.5064 |
| Median Absolute Deviation (MAD) | 9.76 |
| Skewness | 0.11655477 |
| Sum | 4904090.7 |
| Variance | 243.94174 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 133.78 | 185 | 0.5% |
| 133.74 | 174 | 0.5% |
| 133.76 | 168 | 0.5% |
| 133.67 | 163 | 0.4% |
| 133.79 | 149 | 0.4% |
| 133.72 | 145 | 0.4% |
| 133.75 | 141 | 0.4% |
| 133.73 | 140 | 0.4% |
| 133.77 | 136 | 0.4% |
| 133.68 | 135 | 0.4% |
| Other values (6226) | 35197 |
| Value | Count | Frequency (%) |
| 100.02 | 1 | |
| 100.03 | 1 | |
| 100.04 | 1 | |
| 100.07 | 1 | |
| 100.14 | 1 | |
| 100.17 | 1 | |
| 100.2 | 2 | |
| 100.22 | 1 | |
| 100.32 | 1 | |
| 100.36 | 1 |
| Value | Count | Frequency (%) |
| 179.5 | 1 | |
| 178.31 | 1 | |
| 177.91 | 1 | |
| 177.88 | 1 | |
| 177.49 | 1 | |
| 176.91 | 1 | |
| 176.71 | 1 | |
| 176.55 | 1 | |
| 176.35 | 1 | |
| 176.25 | 1 |
CDP
Real number (ℝ)
| Distinct | 4447 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.060525 |
| Minimum | 9.8518 |
|---|---|
| Maximum | 15.159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 9.8518 |
|---|---|
| 5-th percentile | 10.385 |
| Q1 | 11.435 |
| median | 11.965 |
| Q3 | 12.855 |
| 95-th percentile | 13.989 |
| Maximum | 15.159 |
| Range | 5.3072 |
| Interquartile range (IQR) | 1.42 |
Descriptive statistics
| Standard deviation | 1.0887953 |
|---|---|
| Coefficient of variation (CV) | 0.090277603 |
| Kurtosis | -0.63158758 |
| Mean | 12.060525 |
| Median Absolute Deviation (MAD) | 0.637 |
| Skewness | 0.23679157 |
| Sum | 443019.27 |
| Variance | 1.1854752 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11.891 | 55 | 0.1% |
| 11.872 | 47 | 0.1% |
| 11.908 | 46 | 0.1% |
| 11.902 | 45 | 0.1% |
| 11.899 | 44 | 0.1% |
| 11.916 | 43 | 0.1% |
| 11.901 | 43 | 0.1% |
| 11.835 | 43 | 0.1% |
| 11.839 | 43 | 0.1% |
| 11.856 | 41 | 0.1% |
| Other values (4437) | 36283 |
| Value | Count | Frequency (%) |
| 9.8518 | 1 | |
| 9.8708 | 1 | |
| 9.8754 | 1 | |
| 9.8806 | 1 | |
| 9.9044 | 1 | |
| 9.9046 | 1 | |
| 9.9178 | 1 | |
| 9.9239 | 1 | |
| 9.9244 | 1 | |
| 9.9286 | 1 |
| Value | Count | Frequency (%) |
| 15.159 | 1 | |
| 15.083 | 1 | |
| 15.081 | 1 | |
| 15.055 | 1 | |
| 15.043 | 1 | |
| 15.042 | 1 | |
| 15.039 | 1 | |
| 15.031 | 1 | |
| 15.029 | 1 | |
| 15.002 | 1 |
NOX
Real number (ℝ)
| Distinct | 23637 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.293067 |
| Minimum | 25.905 |
|---|---|
| Maximum | 119.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 574.0 KiB |
Quantile statistics
| Minimum | 25.905 |
|---|---|
| 5-th percentile | 49.2908 |
| Q1 | 57.162 |
| median | 63.849 |
| Q3 | 71.548 |
| 95-th percentile | 85.189 |
| Maximum | 119.91 |
| Range | 94.005 |
| Interquartile range (IQR) | 14.386 |
Descriptive statistics
| Standard deviation | 11.678357 |
|---|---|
| Coefficient of variation (CV) | 0.1788606 |
| Kurtosis | 2.0375914 |
| Mean | 65.293067 |
| Median Absolute Deviation (MAD) | 7.132 |
| Skewness | 1.0267789 |
| Sum | 2398410.2 |
| Variance | 136.38403 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60.38 | 104 | 0.3% |
| 64.096 | 9 | < 0.1% |
| 64.299 | 8 | < 0.1% |
| 64.109 | 8 | < 0.1% |
| 65.581 | 7 | < 0.1% |
| 64.105 | 7 | < 0.1% |
| 66.412 | 7 | < 0.1% |
| 56.77 | 7 | < 0.1% |
| 66.861 | 7 | < 0.1% |
| 61.579 | 7 | < 0.1% |
| Other values (23627) | 36562 |
| Value | Count | Frequency (%) |
| 25.905 | 1 | |
| 27.183 | 1 | |
| 27.765 | 1 | |
| 29.063 | 1 | |
| 35.598 | 1 | |
| 35.661 | 1 | |
| 36.676 | 1 | |
| 37.616 | 1 | |
| 38.011 | 1 | |
| 38.172 | 1 |
| Value | Count | Frequency (%) |
| 119.91 | 1 | |
| 119.9 | 1 | |
| 119.89 | 1 | |
| 119.79 | 1 | |
| 119.68 | 1 | |
| 119.52 | 1 | |
| 119.49 | 1 | |
| 119.48 | 1 | |
| 119.43 | 1 | |
| 119.41 | 1 |
Year
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 574.0 KiB |
| 2012 | |
|---|---|
| 2011 | |
| 2015 | |
| 2014 | |
| 2013 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 146932 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2015 |
|---|---|
| 2nd row | 2015 |
| 3rd row | 2015 |
| 4th row | 2015 |
| 5th row | 2015 |
Common Values
| Value | Count | Frequency (%) |
| 2012 | 7628 | |
| 2011 | 7411 | |
| 2015 | 7384 | |
| 2014 | 7158 | |
| 2013 | 7152 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2012 | 7628 | |
| 2011 | 7411 | |
| 2015 | 7384 | |
| 2014 | 7158 | |
| 2013 | 7152 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 44361 | |
| 1 | 44144 | |
| 0 | 36733 | |
| 5 | 7384 | 5.0% |
| 4 | 7158 | 4.9% |
| 3 | 7152 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 146932 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 44361 | |
| 1 | 44144 | |
| 0 | 36733 | |
| 5 | 7384 | 5.0% |
| 4 | 7158 | 4.9% |
| 3 | 7152 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 146932 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 44361 | |
| 1 | 44144 | |
| 0 | 36733 | |
| 5 | 7384 | 5.0% |
| 4 | 7158 | 4.9% |
| 3 | 7152 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 146932 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 44361 | |
| 1 | 44144 | |
| 0 | 36733 | |
| 5 | 7384 | 5.0% |
| 4 | 7158 | 4.9% |
| 3 | 7152 | 4.9% |
| AT | AP | AH | AFDP | GTEP | TIT | TAT | TEY | CDP | NOX | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| AT | 1.000 | -0.410 | -0.449 | 0.297 | 0.155 | 0.179 | 0.187 | -0.057 | 0.130 | -0.580 | 0.092 |
| AP | -0.410 | 1.000 | -0.031 | -0.065 | -0.011 | 0.002 | -0.143 | 0.077 | 0.042 | 0.194 | 0.102 |
| AH | -0.449 | -0.031 | 1.000 | -0.166 | -0.281 | -0.245 | 0.054 | -0.143 | -0.250 | 0.150 | 0.178 |
| AFDP | 0.297 | -0.065 | -0.166 | 1.000 | 0.696 | 0.742 | -0.344 | 0.655 | 0.726 | -0.140 | 0.207 |
| GTEP | 0.155 | -0.011 | -0.281 | 0.696 | 1.000 | 0.926 | -0.482 | 0.921 | 0.968 | -0.154 | 0.170 |
| TIT | 0.179 | 0.002 | -0.245 | 0.742 | 0.926 | 1.000 | -0.450 | 0.929 | 0.963 | -0.078 | 0.240 |
| TAT | 0.187 | -0.143 | 0.054 | -0.344 | -0.482 | -0.450 | 1.000 | -0.499 | -0.491 | -0.085 | 0.137 |
| TEY | -0.057 | 0.077 | -0.143 | 0.655 | 0.921 | 0.929 | -0.499 | 1.000 | 0.950 | -0.004 | 0.242 |
| CDP | 0.130 | 0.042 | -0.250 | 0.726 | 0.968 | 0.963 | -0.491 | 0.950 | 1.000 | -0.108 | 0.185 |
| NOX | -0.580 | 0.194 | 0.150 | -0.140 | -0.154 | -0.078 | -0.085 | -0.004 | -0.108 | 1.000 | 0.228 |
| Year | 0.092 | 0.102 | 0.178 | 0.207 | 0.170 | 0.240 | 0.137 | 0.242 | 0.185 | 0.228 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| AT | AP | AH | AFDP | GTEP | TIT | TAT | TEY | CDP | NOX | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.95320 | 1020.1 | 84.985 | 2.5304 | 20.116 | 1048.7 | 544.92 | 116.27 | 10.799 | 113.250 | 2015 |
| 1 | 1.21910 | 1020.1 | 87.523 | 2.3937 | 18.584 | 1045.5 | 548.50 | 109.18 | 10.347 | 112.020 | 2015 |
| 2 | 0.94915 | 1022.2 | 78.335 | 2.7789 | 22.264 | 1068.8 | 549.95 | 125.88 | 11.256 | 88.147 | 2015 |
| 3 | 1.00750 | 1021.7 | 76.942 | 2.8170 | 23.358 | 1075.2 | 549.63 | 132.21 | 11.702 | 87.078 | 2015 |
| 4 | 1.28580 | 1021.6 | 76.732 | 2.8377 | 23.483 | 1076.2 | 549.68 | 133.58 | 11.737 | 82.515 | 2015 |
| 5 | 1.83190 | 1021.7 | 76.411 | 2.8410 | 23.495 | 1076.4 | 549.92 | 133.58 | 11.829 | 81.193 | 2015 |
| 6 | 2.07400 | 1022.0 | 75.974 | 2.7981 | 22.945 | 1073.7 | 549.98 | 131.53 | 11.687 | 83.171 | 2015 |
| 7 | 1.78240 | 1022.6 | 73.535 | 2.8327 | 23.337 | 1075.7 | 550.01 | 133.18 | 11.745 | 85.749 | 2015 |
| 8 | 1.59300 | 1023.2 | 72.873 | 2.8729 | 23.654 | 1078.5 | 550.06 | 135.38 | 11.772 | 86.491 | 2015 |
| 9 | 1.68190 | 1023.8 | 72.441 | 2.9058 | 23.463 | 1077.9 | 550.12 | 134.86 | 11.742 | 86.328 | 2015 |
| AT | AP | AH | AFDP | GTEP | TIT | TAT | TEY | CDP | NOX | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 36723 | 10.4540 | 1004.5 | 98.388 | 3.5555 | 18.937 | 1053.4 | 550.03 | 110.78 | 10.327 | 79.189 | 2011 |
| 36724 | 10.3050 | 1004.6 | 99.282 | 3.5339 | 18.909 | 1053.3 | 550.00 | 110.78 | 10.328 | 79.165 | 2011 |
| 36725 | 10.2380 | 1004.6 | 99.995 | 3.8805 | 21.206 | 1067.5 | 550.32 | 121.26 | 11.002 | 76.985 | 2011 |
| 36726 | 10.3470 | 1004.9 | 100.170 | 4.3198 | 24.048 | 1084.3 | 549.98 | 133.74 | 11.685 | 74.547 | 2011 |
| 36727 | 10.1550 | 1005.1 | 99.985 | 3.7043 | 19.837 | 1059.7 | 549.90 | 115.52 | 10.570 | 78.235 | 2011 |
| 36728 | 9.0301 | 1005.6 | 98.460 | 3.5421 | 19.164 | 1049.7 | 546.21 | 111.61 | 10.400 | 79.559 | 2011 |
| 36729 | 7.8879 | 1005.9 | 99.093 | 3.5059 | 19.414 | 1046.3 | 543.22 | 111.78 | 10.433 | 79.917 | 2011 |
| 36730 | 7.2647 | 1006.3 | 99.496 | 3.4770 | 19.530 | 1037.7 | 537.32 | 110.19 | 10.483 | 90.912 | 2011 |
| 36731 | 7.0060 | 1006.8 | 99.008 | 3.4486 | 19.377 | 1043.2 | 541.24 | 110.74 | 10.533 | 93.227 | 2011 |
| 36732 | 6.9279 | 1007.2 | 97.533 | 3.4275 | 19.306 | 1049.9 | 545.85 | 111.58 | 10.583 | 92.498 | 2011 |
Most frequently occurring
| AT | AP | AH | AFDP | GTEP | TIT | TAT | TEY | CDP | NOX | Year | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 23.156 | 1004.2 | 95.938 | 4.0547 | 24.672 | 1076.6 | 549.87 | 127.01 | 11.835 | 47.352 | 2014 | 5 |
| 1 | 26.067 | 1008.3 | 87.328 | 5.0703 | 29.984 | 1099.1 | 546.78 | 146.14 | 13.038 | 52.564 | 2014 | 4 |